Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania |
|---|---|
| Series ID | SMU42000006056170001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-05-01 |
| Last Updated | 2026-06-24 10:04 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 52.4231075134448 |
| 1990-02-01 | 52.5115619895802 |
| 1990-03-01 | 52.9148704568469 |
| 1990-04-01 | 52.3786811429251 |
| 1990-05-01 | 51.9060017623916 |
| 1990-06-01 | 52.4115712620245 |
| 1990-07-01 | 52.4154831563592 |
| 1990-08-01 | 52.8131808544722 |
| 1990-09-01 | 52.7879906964739 |
| 1990-10-01 | 52.8463039251909 |
| 1990-11-01 | 53.0256103677563 |
| 1990-12-01 | 53.1032795402162 |
| 1991-01-01 | 53.1648302350495 |
| 1991-02-01 | 52.8844590359683 |
| 1991-03-01 | 52.6923359821098 |
| 1991-04-01 | 52.6499737890376 |
| 1991-05-01 | 52.3642928101863 |
| 1991-06-01 | 52.2411636117760 |
| 1991-07-01 | 51.2809770138885 |
| 1991-08-01 | 51.5555536279911 |
| 1991-09-01 | 51.6946567514924 |
| 1991-10-01 | 51.9096541721259 |
| 1991-11-01 | 52.0843474976705 |
| 1991-12-01 | 51.8540469387764 |
| 1992-01-01 | 52.3054110500546 |
| 1992-02-01 | 52.1012522075882 |
| 1992-03-01 | 51.4845466386768 |
| 1992-04-01 | 51.8109538169030 |
| 1992-05-01 | 52.0763951360650 |
| 1992-06-01 | 52.3295578777790 |
| 1992-07-01 | 52.5418698377189 |
| 1992-08-01 | 52.5316945434170 |
| 1992-09-01 | 52.5013660159429 |
| 1992-10-01 | 53.0421952873696 |
| 1992-11-01 | 52.7671967014683 |
| 1992-12-01 | 52.7002983856262 |
| 1993-01-01 | 52.6089963749911 |
| 1993-02-01 | 52.8007131265914 |
| 1993-03-01 | 51.0463592491715 |
| 1993-04-01 | 53.6573833120667 |
| 1993-05-01 | 53.7388814356941 |
| 1993-06-01 | 52.5164712263658 |
| 1993-07-01 | 53.8932869831789 |
| 1993-08-01 | 53.9204476997168 |
| 1993-09-01 | 54.6350950911250 |
| 1993-10-01 | 54.0944992827008 |
| 1993-11-01 | 53.9724149052088 |
| 1993-12-01 | 54.0897638065728 |
| 1994-01-01 | 53.8489165135752 |
| 1994-02-01 | 53.8342650212461 |
| 1994-03-01 | 52.4583142719668 |
| 1994-04-01 | 53.9146488759048 |
| 1994-05-01 | 53.8063074461968 |
| 1994-06-01 | 53.5271376648035 |
| 1994-07-01 | 53.8888516821394 |
| 1994-08-01 | 53.8219698426365 |
| 1994-09-01 | 53.8076736721142 |
| 1994-10-01 | 53.4671979500606 |
| 1994-11-01 | 53.4644123888566 |
| 1994-12-01 | 53.1772330572240 |
| 1995-01-01 | 54.0049225637064 |
| 1995-02-01 | 54.1809998795206 |
| 1995-03-01 | 54.9490937883264 |
| 1995-04-01 | 54.0890239470630 |
| 1995-05-01 | 53.6934118362071 |
| 1995-06-01 | 53.8423734096768 |
| 1995-07-01 | 53.4183339254606 |
| 1995-08-01 | 53.4487210736631 |
| 1995-09-01 | 53.4905970990416 |
| 1995-10-01 | 53.2998271601357 |
| 1995-11-01 | 53.6491680775176 |
| 1995-12-01 | 53.8364902927263 |
| 1996-01-01 | 52.9480941610151 |
| 1996-02-01 | 53.9452159650229 |
| 1996-03-01 | 53.8369863162250 |
| 1996-04-01 | 53.9478387119504 |
| 1996-05-01 | 54.7198439456771 |
| 1996-06-01 | 54.6890466131900 |
| 1996-07-01 | 54.7417319430131 |
| 1996-08-01 | 55.1022346544325 |
| 1996-09-01 | 54.9320873361309 |
| 1996-10-01 | 54.8607036964229 |
| 1996-11-01 | 54.8734196228484 |
| 1996-12-01 | 54.3764311083547 |
| 1997-01-01 | 54.6298064521010 |
| 1997-02-01 | 55.0194995133830 |
| 1997-03-01 | 54.3518422677535 |
| 1997-04-01 | 54.8901546203740 |
| 1997-05-01 | 55.1181140133830 |
| 1997-06-01 | 55.1728574386050 |
| 1997-07-01 | 55.2989882085513 |
| 1997-08-01 | 55.4804114464118 |
| 1997-09-01 | 55.6153286010863 |
| 1997-10-01 | 55.9157274961986 |
| 1997-11-01 | 55.6721565134930 |
| 1997-12-01 | 55.6830507825062 |
| 1998-01-01 | 53.9953699730732 |
| 1998-02-01 | 53.6838223760792 |
| 1998-03-01 | 54.0830669045845 |
| 1998-04-01 | 58.0745167079472 |
| 1998-05-01 | 58.0415823708314 |
| 1998-06-01 | 58.1060975585513 |
| 1998-07-01 | 59.0999952496309 |
| 1998-08-01 | 58.8863485163006 |
| 1998-09-01 | 59.0659111669569 |
| 1998-10-01 | 59.6885511594010 |
| 1998-11-01 | 59.7560526629428 |
| 1998-12-01 | 60.5713964497903 |
| 1999-01-01 | 60.7838476675397 |
| 1999-02-01 | 61.2030255624537 |
| 1999-03-01 | 65.7573059530404 |
| 1999-04-01 | 61.2343099211496 |
| 1999-05-01 | 61.3370805935623 |
| 1999-06-01 | 61.3182696625295 |
| 1999-07-01 | 60.7211784853762 |
| 1999-08-01 | 60.3408845812047 |
| 1999-09-01 | 61.0722873296949 |
| 1999-10-01 | 61.1385422186953 |
| 1999-11-01 | 61.7272201662934 |
| 1999-12-01 | 62.5418042090729 |
| 2000-01-01 | 62.1572512681316 |
| 2000-02-01 | 61.9867829215248 |
| 2000-03-01 | 63.4755509256448 |
| 2000-04-01 | 63.2367767093914 |
| 2000-05-01 | 62.6310260175921 |
| 2000-06-01 | 62.6703224765839 |
| 2000-07-01 | 63.4783700094168 |
| 2000-08-01 | 63.5442003083675 |
| 2000-09-01 | 64.0020599178295 |
| 2000-10-01 | 63.7675908020993 |
| 2000-11-01 | 63.8450953177450 |
| 2000-12-01 | 63.8745971737164 |
| 2001-01-01 | 64.2737162151978 |
| 2001-02-01 | 65.2309163014050 |
| 2001-03-01 | 64.6662803517724 |
| 2001-04-01 | 64.1821881227205 |
| 2001-05-01 | 64.5699485779398 |
| 2001-06-01 | 64.7682725016077 |
| 2001-07-01 | 64.6258625940432 |
| 2001-08-01 | 64.4422027499519 |
| 2001-09-01 | 64.4053582619510 |
| 2001-10-01 | 64.6295475390740 |
| 2001-11-01 | 64.4417720068571 |
| 2001-12-01 | 64.3837915857481 |
| 2002-01-01 | 64.5880809152318 |
| 2002-02-01 | 64.7337793293740 |
| 2002-03-01 | 65.0778665744709 |
| 2002-04-01 | 65.1891993296532 |
| 2002-05-01 | 65.1795515747658 |
| 2002-06-01 | 65.2108426649331 |
| 2002-07-01 | 65.1142692168041 |
| 2002-08-01 | 64.9077449117521 |
| 2002-09-01 | 64.7792887508835 |
| 2002-10-01 | 65.2614980530181 |
| 2002-11-01 | 65.6449315192849 |
| 2002-12-01 | 65.9489180285354 |
| 2003-01-01 | 66.9391228920363 |
| 2003-02-01 | 66.3440871666336 |
| 2003-03-01 | 64.8642184149016 |
| 2003-04-01 | 66.7618760240104 |
| 2003-05-01 | 67.1309506551977 |
| 2003-06-01 | 66.7526874388831 |
| 2003-07-01 | 67.0570179945128 |
| 2003-08-01 | 67.4907122452654 |
| 2003-09-01 | 67.7290457546610 |
| 2003-10-01 | 67.6144570742745 |
| 2003-11-01 | 67.7543738447883 |
| 2003-12-01 | 67.8179346928900 |
| 2004-01-01 | 68.7475149898826 |
| 2004-02-01 | 67.2552675257448 |
| 2004-03-01 | 67.7211328234240 |
| 2004-04-01 | 68.1632100244199 |
| 2004-05-01 | 68.2257940893905 |
| 2004-06-01 | 68.4372894676323 |
| 2004-07-01 | 68.6527564626767 |
| 2004-08-01 | 68.6755713652186 |
| 2004-09-01 | 68.4872741950524 |
| 2004-10-01 | 68.3291821863892 |
| 2004-11-01 | 68.2863916273417 |
| 2004-12-01 | 68.6296215159031 |
| 2005-01-01 | 67.8741687995966 |
| 2005-02-01 | 67.4719447805758 |
| 2005-03-01 | 66.9256536660241 |
| 2005-04-01 | 69.8131127638857 |
| 2005-05-01 | 69.7985316873667 |
| 2005-06-01 | 69.7213538313385 |
| 2005-07-01 | 69.8854053553274 |
| 2005-08-01 | 69.8150992927672 |
| 2005-09-01 | 70.1458136384736 |
| 2005-10-01 | 69.6049213721346 |
| 2005-11-01 | 69.7473086815233 |
| 2005-12-01 | 69.4739278237760 |
| 2006-01-01 | 70.2121089312115 |
| 2006-02-01 | 71.0677284400457 |
| 2006-03-01 | 71.4644070406466 |
| 2006-04-01 | 71.4809010399109 |
| 2006-05-01 | 71.1258351445711 |
| 2006-06-01 | 71.4245939646758 |
| 2006-07-01 | 71.3274094075099 |
| 2006-08-01 | 71.6795321095410 |
| 2006-09-01 | 71.8567895117908 |
| 2006-10-01 | 72.1577292179534 |
| 2006-11-01 | 72.1670817080502 |
| 2006-12-01 | 71.8939338401196 |
| 2007-01-01 | 71.7153007260493 |
| 2007-02-01 | 71.6910555291259 |
| 2007-03-01 | 71.1460889974064 |
| 2007-04-01 | 72.1864511208961 |
| 2007-05-01 | 72.7154783286607 |
| 2007-06-01 | 73.2294791469919 |
| 2007-07-01 | 73.3921181263558 |
| 2007-08-01 | 73.3483921551294 |
| 2007-09-01 | 73.4726962060279 |
| 2007-10-01 | 72.9574854516063 |
| 2007-11-01 | 73.4693236850019 |
| 2007-12-01 | 73.5482771782332 |
| 2008-01-01 | 73.6298593517521 |
| 2008-02-01 | 73.3379178129876 |
| 2008-03-01 | 73.0730693368371 |
| 2008-04-01 | 73.4766646781805 |
| 2008-05-01 | 73.5469218532097 |
| 2008-06-01 | 73.2301350631922 |
| 2008-07-01 | 73.3647908645192 |
| 2008-08-01 | 73.2131956862692 |
| 2008-09-01 | 72.8115419956881 |
| 2008-10-01 | 73.0473107666580 |
| 2008-11-01 | 72.2766929698361 |
| 2008-12-01 | 71.7825283549249 |
| 2009-01-01 | 72.2162475131280 |
| 2009-02-01 | 71.5450676994732 |
| 2009-03-01 | 70.9894322598004 |
| 2009-04-01 | 70.7075508634811 |
| 2009-05-01 | 70.9954442550358 |
| 2009-06-01 | 70.7452425380555 |
| 2009-07-01 | 70.4792503707429 |
| 2009-08-01 | 70.5708671989647 |
| 2009-09-01 | 70.9218763217117 |
| 2009-10-01 | 71.0782244063909 |
| 2009-11-01 | 71.1266091070276 |
| 2009-12-01 | 72.0450307996347 |
| 2010-01-01 | 71.7333754774269 |
| 2010-02-01 | 72.9104722804301 |
| 2010-03-01 | 70.9261376280086 |
| 2010-04-01 | 72.8625988885060 |
| 2010-05-01 | 72.6542900584123 |
| 2010-06-01 | 72.6652892528986 |
| 2010-07-01 | 72.4161545313337 |
| 2010-08-01 | 72.7065317236301 |
| 2010-09-01 | 72.4911943848644 |
| 2010-10-01 | 72.8347164607056 |
| 2010-11-01 | 73.1857782535633 |
| 2010-12-01 | 73.2681283949076 |
| 2011-01-01 | 75.0554778849849 |
| 2011-02-01 | 73.4621123756820 |
| 2011-03-01 | 73.7209038480445 |
| 2011-04-01 | 73.5681894916808 |
| 2011-05-01 | 73.7137828706767 |
| 2011-06-01 | 74.1483076737884 |
| 2011-07-01 | 74.1366988201342 |
| 2011-08-01 | 73.9989301525945 |
| 2011-09-01 | 74.4933573279310 |
| 2011-10-01 | 74.4724399865173 |
| 2011-11-01 | 74.8227739638953 |
| 2011-12-01 | 74.7414512718635 |
| 2012-01-01 | 75.3820456455063 |
| 2012-02-01 | 75.2448264268055 |
| 2012-03-01 | 77.0148346374678 |
| 2012-04-01 | 75.5552924768508 |
| 2012-05-01 | 74.3837911076380 |
| 2012-06-01 | 74.0464946706150 |
| 2012-07-01 | 72.9103703016966 |
| 2012-08-01 | 73.2385497689678 |
| 2012-09-01 | 73.4008955036650 |
| 2012-10-01 | 73.6175344870008 |
| 2012-11-01 | 73.5150536190844 |
| 2012-12-01 | 73.1661781489847 |
| 2013-01-01 | 72.3104120944912 |
| 2013-02-01 | 72.7406996566990 |
| 2013-03-01 | 72.5382246232256 |
| 2013-04-01 | 73.0788516124460 |
| 2013-05-01 | 73.3521003994213 |
| 2013-06-01 | 73.3059155556648 |
| 2013-07-01 | 73.8762237609469 |
| 2013-08-01 | 74.3184979420676 |
| 2013-09-01 | 74.2240592112204 |
| 2013-10-01 | 74.0716459767233 |
| 2013-11-01 | 74.1902012283351 |
| 2013-12-01 | 73.8192389720398 |
| 2014-01-01 | 75.0251402118601 |
| 2014-02-01 | 75.3022413576868 |
| 2014-03-01 | 72.8349923343138 |
| 2014-04-01 | 74.9157316639696 |
| 2014-05-01 | 75.5287720076288 |
| 2014-06-01 | 75.9345016552433 |
| 2014-07-01 | 75.6770865904057 |
| 2014-08-01 | 75.9280497936581 |
| 2014-09-01 | 75.9095633843312 |
| 2014-10-01 | 75.4988303786658 |
| 2014-11-01 | 75.4087446213150 |
| 2014-12-01 | 75.3768554395237 |
| 2015-01-01 | 75.4733868537805 |
| 2015-02-01 | 75.6533893113502 |
| 2015-03-01 | 72.9927710446240 |
| 2015-04-01 | 75.5624489831530 |
| 2015-05-01 | 76.6318396898450 |
| 2015-06-01 | 76.2030112568850 |
| 2015-07-01 | 76.5051651233097 |
| 2015-08-01 | 76.3491335411536 |
| 2015-09-01 | 76.0922453196606 |
| 2015-10-01 | 76.4273217143060 |
| 2015-11-01 | 76.3867225743065 |
| 2015-12-01 | 76.1330197206609 |
| 2016-01-01 | 76.3752824133301 |
| 2016-02-01 | 76.4750736350357 |
| 2016-03-01 | 76.7463192736964 |
| 2016-04-01 | 77.4869223579881 |
| 2016-05-01 | 76.9585035853154 |
| 2016-06-01 | 76.7967628142454 |
| 2016-07-01 | 76.6149504809617 |
| 2016-08-01 | 76.4320354145806 |
| 2016-09-01 | 76.7430891165924 |
| 2016-10-01 | 76.8355422991835 |
| 2016-11-01 | 77.1211371529166 |
| 2016-12-01 | 77.1866494194846 |
| 2017-01-01 | 76.9924083159856 |
| 2017-02-01 | 77.2976909066045 |
| 2017-03-01 | 77.0408573550286 |
| 2017-04-01 | 77.6433287997573 |
| 2017-05-01 | 77.5559016078851 |
| 2017-06-01 | 77.4246723971120 |
| 2017-07-01 | 77.1270651962846 |
| 2017-08-01 | 77.4351109477893 |
| 2017-09-01 | 77.3777564777609 |
| 2017-10-01 | 77.3805466222855 |
| 2017-11-01 | 77.0862974656673 |
| 2017-12-01 | 77.7618324154062 |
| 2018-01-01 | 77.9868931402843 |
| 2018-02-01 | 77.5116192904086 |
| 2018-03-01 | 76.7414013159098 |
| 2018-04-01 | 76.5895697162926 |
| 2018-05-01 | 77.7345937894781 |
| 2018-06-01 | 78.5764123754293 |
| 2018-07-01 | 78.3191184581778 |
| 2018-08-01 | 78.2793027855936 |
| 2018-09-01 | 77.8159439959076 |
| 2018-10-01 | 77.7291739902784 |
| 2018-11-01 | 77.8457660128884 |
| 2018-12-01 | 77.7727893493706 |
| 2019-01-01 | 77.9920354929123 |
| 2019-02-01 | 78.3141481918691 |
| 2019-03-01 | 76.1445212502809 |
| 2019-04-01 | 78.3515452424114 |
| 2019-05-01 | 78.5026783680969 |
| 2019-06-01 | 78.3507036337452 |
| 2019-07-01 | 78.5323933475048 |
| 2019-08-01 | 78.5173705190159 |
| 2019-09-01 | 78.3552280326730 |
| 2019-10-01 | 77.9332981850239 |
| 2019-11-01 | 77.5299790448880 |
| 2019-12-01 | 76.8447729749249 |
| 2020-01-01 | 77.4349469655650 |
| 2020-02-01 | 75.6536840032311 |
| 2020-03-01 | 76.1985875408355 |
| 2020-04-01 | 64.1254616264988 |
| 2020-05-01 | 68.9037054927123 |
| 2020-06-01 | 70.9539344795528 |
| 2020-07-01 | 71.4818264507061 |
| 2020-08-01 | 72.0228053705561 |
| 2020-09-01 | 73.0144730980430 |
| 2020-10-01 | 74.0566758588898 |
| 2020-11-01 | 74.5068900459019 |
| 2020-12-01 | 75.0060703060589 |
| 2021-01-01 | 74.1632807372709 |
| 2021-02-01 | 75.6537707730387 |
| 2021-03-01 | 73.1540562589851 |
| 2021-04-01 | 76.1706179462634 |
| 2021-05-01 | 75.7977692195064 |
| 2021-06-01 | 75.5806541294821 |
| 2021-07-01 | 76.1890763889715 |
| 2021-08-01 | 76.2323397737721 |
| 2021-09-01 | 76.4399392151543 |
| 2021-10-01 | 77.0895901651975 |
| 2021-11-01 | 77.6045319890780 |
| 2021-12-01 | 78.3413630388044 |
| 2022-01-01 | 78.2004186933286 |
| 2022-02-01 | 77.5554574937891 |
| 2022-03-01 | 78.2632892852605 |
| 2022-04-01 | 78.3700081075502 |
| 2022-05-01 | 77.9144163463598 |
| 2022-06-01 | 77.7892114973684 |
| 2022-07-01 | 78.0163846743617 |
| 2022-08-01 | 77.9562448406880 |
| 2022-09-01 | 77.9137358441570 |
| 2022-10-01 | 77.8136231126612 |
| 2022-11-01 | 77.9985402307554 |
| 2022-12-01 | 77.9526919749308 |
| 2023-01-01 | 77.5205276217740 |
| 2023-02-01 | 77.3548796483503 |
| 2023-03-01 | 77.8803050965087 |
| 2023-04-01 | 77.5691634532321 |
| 2023-05-01 | 77.5704836519295 |
| 2023-06-01 | 77.5892692852614 |
| 2023-07-01 | 77.2623559879366 |
| 2023-08-01 | 77.5230135564902 |
| 2023-09-01 | 77.7954333442122 |
| 2023-10-01 | 77.4097171687479 |
| 2023-11-01 | 76.2274334428727 |
| 2023-12-01 | 76.0873626105623 |
| 2024-01-01 | 77.0363459559774 |
| 2024-02-01 | 77.8186784566993 |
| 2024-03-01 | 78.0867086963680 |
| 2024-04-01 | 77.9638263366391 |
| 2024-05-01 | 78.5478086719485 |
| 2024-06-01 | 79.0491026035157 |
| 2024-07-01 | 78.5203605203111 |
| 2024-08-01 | 78.5537901962266 |
| 2024-09-01 | 78.6216292224772 |
| 2024-10-01 | 78.3313044540029 |
| 2024-11-01 | 77.8944197248142 |
| 2024-12-01 | 77.8366869451871 |
| 2025-01-01 | 78.5570302866289 |
| 2025-02-01 | 78.6338983199874 |
| 2025-03-01 | 78.4916868959206 |
| 2025-04-01 | 79.0093241205937 |
| 2025-05-01 | 79.6496901953969 |
| 2025-06-01 | 79.2142968589396 |
| 2025-07-01 | 79.3717446836232 |
| 2025-08-01 | 79.2848198442898 |
| 2025-09-01 | 79.0457235680879 |
| 2025-10-01 | 79.4696112728653 |
| 2025-11-01 | 80.2332267420452 |
| 2025-12-01 | 80.3266172249407 |
| 2026-01-01 | 84.2076298066152 |
| 2026-02-01 | 83.8401433241235 |
| 2026-03-01 | 78.2152467152323 |
| 2026-04-01 | 76.4617082887650 |
| 2026-05-01 | 74.6067509289527 |